| Number of Variables | 19 |
|---|---|
| Number of Rows | 10129 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.6 MB |
| Average Row Size in Memory | 267.4 B |
| Variable Types |
|
| S2_Temp is skewed | Skewed |
|---|---|
| S1_Light is skewed | Skewed |
| S2_Light is skewed | Skewed |
| S3_Light is skewed | Skewed |
| S4_Light is skewed | Skewed |
| S1_Sound is skewed | Skewed |
| S2_Sound is skewed | Skewed |
| S3_Sound is skewed | Skewed |
| S4_Sound is skewed | Skewed |
| S5_CO2 is skewed | Skewed |
| S5_CO2_Slope is skewed | Skewed |
|---|---|
| Time has a high cardinality: 10129 distinct values | High Cardinality |
| S6_PIR has constant length 1 | Constant Length |
| S7_PIR has constant length 1 | Constant Length |
| Room_Occupancy_Count has constant length 1 | Constant Length |
| Time has all distinct values | Unique |
| S5_CO2_Slope has 3128 (30.88%) negatives | Negatives |
| S1_Light has 5845 (57.71%) zeros | Zeros |
| S2_Light has 5846 (57.72%) zeros | Zeros |
| S3_Light has 5591 (55.2%) zeros | Zeros |
| S4_Light has 5599 (55.28%) zeros | Zeros |
|---|---|
| S5_CO2_Slope has 4495 (44.38%) zeros | Zeros |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 757630 |
| Mean | 9.7981 |
|---|---|
| Standard Deviation | 0.4014 |
| Median | 10 |
| Minimum | 9 |
| Maximum | 10 |
| 1st row | 12/22/2017 |
|---|---|
| 2nd row | 12/22/2017 |
| 3rd row | 12/22/2017 |
| 4th row | 12/22/2017 |
| 5th row | 12/22/2017 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 78987 |
categorical
| Approximate Distinct Count | 10129 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 734992 |
| Mean | 7.5631 |
|---|---|
| Standard Deviation | 0.496 |
| Median | 8 |
| Minimum | 7 |
| Maximum | 8 |
| 1st row | 10:49:41 |
|---|---|
| 2nd row | 10:50:12 |
| 3rd row | 10:50:42 |
| 4th row | 10:51:13 |
| 5th row | 10:51:44 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 56349 |
numerical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 25.454 |
| Minimum | 24.94 |
| Maximum | 26.38 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24.94 |
|---|---|
| 5-th Percentile | 25.06 |
| Q1 | 25.19 |
| Median | 25.38 |
| Q3 | 25.63 |
| 95-th Percentile | 26.19 |
| Maximum | 26.38 |
| Range | 1.44 |
| IQR | 0.44 |
| Mean | 25.454 |
|---|---|
| Standard Deviation | 0.3514 |
| Variance | 0.1234 |
| Sum | 257823.69 |
| Skewness | 0.9535 |
| Kurtosis | -0.1569 |
| Coefficient of Variation | 0.0138 |
numerical
| Approximate Distinct Count | 69 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 25.5461 |
| Minimum | 24.75 |
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24.75 |
|---|---|
| 5-th Percentile | 25.06 |
| Q1 | 25.19 |
| Median | 25.38 |
| Q3 | 25.63 |
| 95-th Percentile | 26.81 |
| Maximum | 29 |
| Range | 4.25 |
| IQR | 0.44 |
| Mean | 25.5461 |
|---|---|
| Standard Deviation | 0.5863 |
| Variance | 0.3438 |
| Sum | 258756.03 |
| Skewness | 2.3553 |
| Kurtosis | 6.5025 |
| Coefficient of Variation | 0.02295 |
numerical
| Approximate Distinct Count | 29 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 25.0566 |
| Minimum | 24.44 |
| Maximum | 26.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24.44 |
|---|---|
| 5-th Percentile | 24.5 |
| Q1 | 24.69 |
| Median | 24.94 |
| Q3 | 25.38 |
| 95-th Percentile | 25.88 |
| Maximum | 26.19 |
| Range | 1.75 |
| IQR | 0.69 |
| Mean | 25.0566 |
|---|---|
| Standard Deviation | 0.4273 |
| Variance | 0.1826 |
| Sum | 253798.51 |
| Skewness | 0.6501 |
| Kurtosis | -0.5469 |
| Coefficient of Variation | 0.01705 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 25.7541 |
| Minimum | 24.94 |
| Maximum | 26.56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24.94 |
|---|---|
| 5-th Percentile | 25.19 |
| Q1 | 25.44 |
| Median | 25.75 |
| Q3 | 26 |
| 95-th Percentile | 26.31 |
| Maximum | 26.56 |
| Range | 1.62 |
| IQR | 0.56 |
| Mean | 25.7541 |
|---|---|
| Standard Deviation | 0.3564 |
| Variance | 0.127 |
| Sum | 260863.53 |
| Skewness | 0.1296 |
| Kurtosis | -0.9318 |
| Coefficient of Variation | 0.01384 |
numerical
| Approximate Distinct Count | 68 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 25.4451 |
| Minimum | 0 |
| Maximum | 165 |
| Zeros | 5845 |
| Zeros (%) | 57.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 12 |
| 95-th Percentile | 150 |
| Maximum | 165 |
| Range | 165 |
| IQR | 12 |
| Mean | 25.4451 |
|---|---|
| Standard Deviation | 51.0113 |
| Variance | 2602.1491 |
| Sum | 257733 |
| Skewness | 1.8202 |
| Kurtosis | 1.5153 |
| Coefficient of Variation | 2.0048 |
numerical
| Approximate Distinct Count | 82 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 26.0163 |
| Minimum | 0 |
| Maximum | 258 |
| Zeros | 5846 |
| Zeros (%) | 57.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 14 |
| 95-th Percentile | 237 |
| Maximum | 258 |
| Range | 258 |
| IQR | 14 |
| Mean | 26.0163 |
|---|---|
| Standard Deviation | 67.3042 |
| Variance | 4529.8513 |
| Sum | 263519 |
| Skewness | 2.8274 |
| Kurtosis | 6.1837 |
| Coefficient of Variation | 2.587 |
numerical
| Approximate Distinct Count | 177 |
|---|---|
| Approximate Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 34.2485 |
| Minimum | 0 |
| Maximum | 280 |
| Zeros | 5591 |
| Zeros (%) | 55.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 50 |
| 95-th Percentile | 181 |
| Maximum | 280 |
| Range | 280 |
| IQR | 50 |
| Mean | 34.2485 |
|---|---|
| Standard Deviation | 58.4007 |
| Variance | 3410.6469 |
| Sum | 346903 |
| Skewness | 2.0998 |
| Kurtosis | 3.883 |
| Coefficient of Variation | 1.7052 |
numerical
| Approximate Distinct Count | 75 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 13.2203 |
| Minimum | 0 |
| Maximum | 74 |
| Zeros | 5599 |
| Zeros (%) | 55.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 22 |
| 95-th Percentile | 56 |
| Maximum | 74 |
| Range | 74 |
| IQR | 22 |
| Mean | 13.2203 |
|---|---|
| Standard Deviation | 19.6022 |
| Variance | 384.247 |
| Sum | 133908 |
| Skewness | 1.3574 |
| Kurtosis | 0.57 |
| Coefficient of Variation | 1.4827 |
numerical
| Approximate Distinct Count | 231 |
|---|---|
| Approximate Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 0.1682 |
| Minimum | 0.06 |
| Maximum | 3.88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.06 |
|---|---|
| 5-th Percentile | 0.06 |
| Q1 | 0.07 |
| Median | 0.08 |
| Q3 | 0.08 |
| 95-th Percentile | 0.72 |
| Maximum | 3.88 |
| Range | 3.82 |
| IQR | 0.01 |
| Mean | 0.1682 |
|---|---|
| Standard Deviation | 0.3167 |
| Variance | 0.1003 |
| Sum | 1703.47 |
| Skewness | 5.4496 |
| Kurtosis | 39.3951 |
| Coefficient of Variation | 1.8832 |
numerical
| Approximate Distinct Count | 185 |
|---|---|
| Approximate Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 0.1201 |
| Minimum | 0.04 |
| Maximum | 3.44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.04 |
|---|---|
| 5-th Percentile | 0.04 |
| Q1 | 0.05 |
| Median | 0.05 |
| Q3 | 0.06 |
| 95-th Percentile | 0.43 |
| Maximum | 3.44 |
| Range | 3.4 |
| IQR | 0.01 |
| Mean | 0.1201 |
|---|---|
| Standard Deviation | 0.2665 |
| Variance | 0.07102 |
| Sum | 1216.15 |
| Skewness | 6.8806 |
| Kurtosis | 62.4414 |
| Coefficient of Variation | 2.2196 |
numerical
| Approximate Distinct Count | 258 |
|---|---|
| Approximate Unique (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 0.1581 |
| Minimum | 0.04 |
| Maximum | 3.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.04 |
|---|---|
| 5-th Percentile | 0.05 |
| Q1 | 0.06 |
| Median | 0.06 |
| Q3 | 0.07 |
| 95-th Percentile | 0.55 |
| Maximum | 3.67 |
| Range | 3.63 |
| IQR | 0.01 |
| Mean | 0.1581 |
|---|---|
| Standard Deviation | 0.4136 |
| Variance | 0.1711 |
| Sum | 1601.59 |
| Skewness | 5.9939 |
| Kurtosis | 39.4577 |
| Coefficient of Variation | 2.616 |
numerical
| Approximate Distinct Count | 106 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 0.1038 |
| Minimum | 0.05 |
| Maximum | 3.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.05 |
|---|---|
| 5-th Percentile | 0.06 |
| Q1 | 0.06 |
| Median | 0.08 |
| Q3 | 0.1 |
| 95-th Percentile | 0.23 |
| Maximum | 3.4 |
| Range | 3.35 |
| IQR | 0.04 |
| Mean | 0.1038 |
|---|---|
| Standard Deviation | 0.1207 |
| Variance | 0.01456 |
| Sum | 1051.8 |
| Skewness | 10.9505 |
| Kurtosis | 211.0672 |
| Coefficient of Variation | 1.1622 |
numerical
| Approximate Distinct Count | 186 |
|---|---|
| Approximate Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | 460.8604 |
| Minimum | 345 |
| Maximum | 1270 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 345 |
|---|---|
| 5-th Percentile | 345 |
| Q1 | 355 |
| Median | 360 |
| Q3 | 465 |
| 95-th Percentile | 955 |
| Maximum | 1270 |
| Range | 925 |
| IQR | 110 |
| Mean | 460.8604 |
|---|---|
| Standard Deviation | 199.9649 |
| Variance | 39985.9772 |
| Sum | 4.6681e+06 |
| Skewness | 1.9754 |
| Kurtosis | 2.9993 |
| Coefficient of Variation | 0.4339 |
numerical
| Approximate Distinct Count | 1579 |
|---|---|
| Approximate Unique (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 162064 |
| Mean | -0.00483 |
| Minimum | -6.2962 |
| Maximum | 8.9808 |
| Zeros | 4495 |
| Zeros (%) | 44.4% |
| Negatives | 3128 |
| Negatives (%) | 30.9% |
| Minimum | -6.2962 |
|---|---|
| 5-th Percentile | -2.0831 |
| Q1 | -0.04615 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 2.1462 |
| Maximum | 8.9808 |
| Range | 15.2769 |
| IQR | 0.04615 |
| Mean | -0.00483 |
|---|---|
| Standard Deviation | 1.165 |
| Variance | 1.3572 |
| Sum | -48.9231 |
| Skewness | 0.2879 |
| Kurtosis | 7.3976 |
| Coefficient of Variation | -241.1986 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 668514 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10129 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 668514 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10129 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 668514 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 10129 |